Contributors and Citations

Contributors

• Basic

  • Quickstart - yallup and williamjameshandley

  • Basic Usage - yallup

• Language Integrations - williamjameshandley

  • PyTorch Integration

  • Numba Integration

  • NumPy/SciPy Integration

  • TensorFlow Integration

  • CuPy Integration

  • C Integration

  • C++ Integration

  • Fortran Integration

  • R Integration

  • Julia Integration

• Advanced

  • Gaussian Processes - yallup

  • Custom Inner Kernels - williamjameshandley and yallup

• Physics

  • Supernovae Light Curve Fitting - samleeney

Citations

[CCLL24]

Alberto Cabezas, Adrien Corenflos, Junpeng Lao, and Rémi Louf. Blackjax: composable Bayesian inference in JAX. 2024. arXiv:2402.10797.

[HHL15]

W. J. Handley, M. P. Hobson, and A. N. Lasenby. Polychord: next-generation nested sampling. Monthly Notices of the Royal Astronomical Society, 453(4):4385–4399, September 2015. URL: http://dx.doi.org/10.1093/mnras/stv1911, doi:10.1093/mnras/stv1911.

[KYHH24]

Namu Kroupa, David Yallup, Will Handley, and Michael Hobson. Kernel-, mean-, and noise-marginalized gaussian processes for exoplanet transits andh0 inference. Monthly Notices of the Royal Astronomical Society, 528(2):1232–1248, January 2024. URL: http://dx.doi.org/10.1093/mnras/stae087, doi:10.1093/mnras/stae087.

[SLR21]

Fergus Simpson, Vidhi Lalchand, and Carl Edward Rasmussen. Marginalised gaussian processes with nested sampling. 2021. URL: https://arxiv.org/abs/2010.16344, arXiv:2010.16344.

[YH25]

David Yallup and Will Handley. Nested slice sampling. 2025. arXiv:2502.XXXX.